Improving Age of Information in Wireless Networks With Perfect Channel State Information
Author(s)
Talak, Rajat Rajendra; Karaman, Sertac; Modiano, Eytan H
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Age of information (AoI), defined as the time that elapsed since the last received update was generated, is a newly proposed metric to measure the timeliness of information updates in a network. We consider AoI minimization problem for a network with general interference constraints, and time varying channels. We propose two policies, namely, virtual-queue based policy and age-based policy when the channel state is available to the network scheduler at each time step. We prove that the virtual-queue based policy is nearly optimal, up to a constant additive factor, and the age-based policy is at-most a factor of 4 away from optimality. Comparison with previous work, which derived age optimal policies when channel state information is not available to the scheduler, demonstrates significant improvement in age due to the availability of channel state information. Our analysis relies on the age conservation law and age-square conservation law developed in this paper, which hold more generally and may be of independent interest.
Date issued
2020-08Department
Massachusetts Institute of Technology. Laboratory for Information and Decision SystemsJournal
IEEE/ACM Transactions on Networking
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Citation
Talak, Rajat et al. "Improving Age of Information in Wireless Networks With Perfect Channel State Information." IEEE/ACM Transactions on Networking 28, 4 (August 2020): 1765-1778. © 2020 IEEE
Version: Author's final manuscript
ISSN
1063-6692
1558-2566